electricsheepafrica/africa-mali-attacks-on-health-care-data-5f769d12

Attacks on Health Care Data | Africa (Mali official open data)

303,728 rows - 1 Africa country - 2024-2026 - Repackaged by Electric Sheep Africa

TL;DR

This dataset packages one official XLSX resource from Mali as ML-ready Parquet. The source file is the provenance boundary; all usable indicators or tabular columns from the resource stay together in this repo.

About the source

• Source: Attacks on Health Care Data
• Publisher: Insecurity Insight
• Resource: 2016-2026 Attacks on Health Care Incident Data.xlsx
• Format: XLSX
• License: CC BY-SA
• Packaging mode: indicator_long

Geographic coverage

1 Africa country:

Country	Rows	First year	Last year	Name
MLI	303,728	2024	2026	Mali

Indicators or Resource Contents

• attacks-on-health-care-data-number-of-attacks-on-health-facilities-repor-e4ccac77 - Attacks on Health Care Data - number of attacks on health facilities reporting destruc
• attacks-on-health-care-data-number-of-attacks-on-health-facilities-repor-a1896576 - Attacks on Health Care Data - number of attacks on health facilities reporting damaged
• attacks-on-health-care-data-forceful-entry-into-health-facility-aaee4080 - Attacks on Health Care Data - forceful entry into health facility
• attacks-on-health-care-data-occupation-of-health-facility-c540e73a - Attacks on Health Care Data - occupation of health facility
• attacks-on-health-care-data-vicinity-of-health-facility-affected-e63ab3fd - Attacks on Health Care Data - vicinity of health facility affected
• attacks-on-health-care-data-health-transportation-destroyed-65b7bdb7 - Attacks on Health Care Data - health transportation destroyed
• attacks-on-health-care-data-health-transportation-damaged-dde2b736 - Attacks on Health Care Data - health transportation damaged
• attacks-on-health-care-data-health-transportation-stolen-hijacked-e5719d6d - Attacks on Health Care Data - health transportation stolen hijacked
• attacks-on-health-care-data-health-workers-killed-db6a5cda - Attacks on Health Care Data - health workers killed
• attacks-on-health-care-data-health-workers-injured-1e410239 - Attacks on Health Care Data - health workers injured
• attacks-on-health-care-data-health-workers-kidnapped-26174f8b - Attacks on Health Care Data - health workers kidnapped
• attacks-on-health-care-data-health-workers-arrested-4f5c871b - Attacks on Health Care Data - health workers arrested
• attacks-on-health-care-data-health-workers-threatened-166bb0bd - Attacks on Health Care Data - health workers threatened
• attacks-on-health-care-data-health-workers-assaulted-81465ff6 - Attacks on Health Care Data - health workers assaulted
• attacks-on-health-care-data-health-workers-sexually-assaulted-11d89be9 - Attacks on Health Care Data - health workers sexually assaulted
• attacks-on-health-care-data-sind-event-id-0deda6ab - Attacks on Health Care Data - sind event id

Schema

Column	Type	Description	Example
indicator_id	string	Stable indicator identifier.	attacks-on-health-care-data-number-of-attacks-on-health-facilities-repor
indicator_name	string	Human-readable indicator name.	Attacks on Health Care Data - number of attacks on health facilities rep
country_iso3	string	ISO3 country code.	MLI
source_sheet	string	Workbook sheet name, when the source is a spreadsheet.	Sheet1
country_name	string	Country name.	Mali
year	Int64	Observation year.	2026
value	float64	Numeric observation value.	0.0
unit	string	Measurement unit, when available.	source_units_unspecified
dimension_date	string	Source dimension.	2026-08-04 00:00:00
dimension_country	string	Source dimension.	DRC
dimension_country_iso	string	Source dimension.	COD
dimension_admin_1	string	Source dimension.	Ituri
dimension_geo_precision	string	Source dimension.	censored
dimension_reported_perpetrator	string	Source dimension.	Civilian
dimension_reported_perpetrator_name	string	Source dimension.	Youth
dimension_weapon_carried_used	string	Source dimension.	Unspecified Explosive
dimension_location_of_incident	string	Source dimension.	Health Building
dimension_affects_access_to_medicines_vaccines_and_other	string	Source dimension.	False
dimension_known_kidnapping_or_arrest_outcome	string	Source dimension.	``
dimension_conflict_related_violence	string	Source dimension.	ConflictEvent
dimension_political_related_violence	string	Source dimension.	NotApplicable
dimension_covid_19_related_violence	string	Source dimension.	NotApplicable
dimension_ebola_related_violence	string	Source dimension.	Ebola-related
dimension_vaccination_related_violence	string	Source dimension.	NotApplicable
dimension_attacks_on_emergency_medical_services	string	Source dimension.	NotApplicable
dimension_polio_related_violence	string	Source dimension.	NotApplicable
dimension_children_s_health_services_affected	string	Source dimension.	NotApplicable
dimension_attacks_on_children_s_hospitals	string	Source dimension.	NotApplicable
dimension_women_s_health_services_affected	string	Source dimension.	NotApplicable
dimension_hospital_utilities_affected	string	Source dimension.	NotApplicable
dimension_date_event_entered	string	Source dimension.	2026-08-05 00:00:00
source_period_start_year	Int64	First year inferred from source resource metadata.	2016
source_period_end_year	Int64	Last year inferred from source resource metadata.	2026
source_period_label	category	Human-readable period inferred from source resource metadata.	2016-2026
source_provider	category	Publishing organization.	Insecurity Insight
source_dataset	category	Source package title.	Attacks on Health Care Data
source_resource	category	Source resource title.	2016-2026 Attacks on Health Care Incident Data.xlsx
source_package_id	category	CKAN package UUID.	3777392b-8dc6-4615-ab1d-8ea136075d93
source_resource_id	category	CKAN resource UUID.	75933f3d-7b20-437d-8d6e-5aba864124f4
source_url	category	Original source resource URL.	https://data.humdata.org/dataset/3777392b-8dc6-4615-ab1d-8ea136075d93/re
license_id	category	Source license identifier.	cc-by-sa
retrieved_at	category	UTC retrieval timestamp.	2026-08-12T23:12:09Z

Usage

from datasets import load_dataset

ds = load_dataset("electricsheepafrica/africa-mali-attacks-on-health-care-data-5f769d12")
df = ds["train"].to_pandas()
print(df.head())

Filter to one country

sample_country = df[df["country_iso3"] == "MLI"]

Work with indicators

if "indicator_id" in df.columns:
    print(df["indicator_id"].value_counts().head())
    sample = df.sort_values([c for c in ["indicator_id", "year"] if c in df.columns])

Citation

@misc{electric_sheep_africa_africa_mali_attacks_on_health_care_data_5f769d12_2026,
  title        = {Attacks on Health Care Data | Africa (Mali official open data)},
  author       = {Insecurity Insight},
  year         = {2026},
  url          = {https://data.humdata.org/dataset/sind-safeguarding-healthcare-monthly-news-briefs-dataset},
  publisher    = {HuggingFace Datasets, repackaged by Electric Sheep Africa},
  howpublished = {\url{https://huggingface.co/datasets/electricsheepafrica/africa-mali-attacks-on-health-care-data-5f769d12}}
}

License

Released under CC BY-SA.

Original data (c) Insecurity Insight. When using this dataset, please cite both the original source above and the Electric Sheep Africa repackaging.

About Electric Sheep

Electric Sheep Africa is part of the Electric Sheep mission: a unified, ML-ready data layer for Africa on Hugging Face. We pull data from authoritative open sources, normalize the schemas, package as Parquet, and publish with consistent dataset cards so researchers and developers can use load_dataset() to start working in seconds.

Browse the full collection: huggingface.co/electricsheepafrica

---

Provenance: ingested 2026-08-13 via the Electric Sheep pipeline. Source URL: https://data.humdata.org/dataset/3777392b-8dc6-4615-ab1d-8ea136075d93/resource/75933f3d-7b20-437d-8d6e-5aba864124f4/download/2016-2026-attacks-on-health-care-incident-data.xlsx